Introduction To Amazon SageMaker

Amazon’s Web Services have a series of optimized services specifically tailored for Artificial Intelligence and Machine Learning Algorithms. These fit into three major tiers, as follows: Application Services, Platform Services, Frameworks and Hardware. Platform Services allow us to build our customized Machine Learning and AI solutions through optimized and scalable options. The SageMaker service that we will discuss in this article, falls in this tier. A generic Machine Learning Pipeline has the following primary modules: Data Extraction, Data Analysis and Training and Tuning.